ENTERPRISE IT · AI · GENERATIVE INTELLIGENCE

We Build Intelligent Technology
That Scales Your Business.

From enterprise architecture and systems integration to AI-powered products and machine learning solutions — AGD Analytics partners with startups, healthcare organizations, and enterprises to design, build, and evolve the technology that drives them forward.

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24+ Years Experience Generative AI & ML Enterprise Architecture Healthcare · Transit · Aviation
AGD Analytics Solutions Architect
Generative AI Machine Learning Deep Learning Neural Networks LLM Integration Predictive Analytics NLP Computer Vision Azure AI Data Science RAG Architecture AI-Powered Products Python & TensorFlow Time Series Forecasting Anomaly Detection Enterprise AI Strategy Generative AI Machine Learning Deep Learning Neural Networks LLM Integration Predictive Analytics NLP Computer Vision Azure AI Data Science RAG Architecture AI-Powered Products Python & TensorFlow Time Series Forecasting Anomaly Detection Enterprise AI Strategy

WHAT WE DO

What We Do

From AI strategy to enterprise architecture to full product delivery — we cover it all.

Intelligence, Built In

We design and build AI-powered solutions — from generative AI integrations and LLM-powered products to machine learning pipelines and predictive analytics. Real AI, grounded in your data and your domain.

Generative AI Machine Learning LLM Integration Predictive Analytics Deep Learning

Strategy That Scales

We assess your current technology landscape and design a roadmap that aligns with your business goals — whether you're building from scratch or modernizing a legacy system.

TOGAF Enterprise Architecture Cloud Strategy Roadmapping

Your Product, Built Right

We take your idea from concept to production — designing and developing robust, scalable digital products tailored to your users and your business model.

Full Stack Development Cloud Native API Design Agile Delivery

Connected Systems, Zero Friction

We integrate your enterprise systems — cloud, on-premise, and third-party — into a seamless, secure, and maintainable architecture.

REST / SOA / ESB Azure & AWS HL7 & DICOM Data Pipelines
AI Architecture

AI & GENERATIVE INTELLIGENCE

Your Business, Powered by AI

AGD Analytics brings genuine machine learning and generative AI expertise — grounded in mathematics, data science, and real-world enterprise architecture. We don't bolt AI on as an afterthought. We design it into the core of your product or workflow from the start.

  • Generative AI strategy and LLM integration (OpenAI, Azure AI, custom models)
  • RAG (Retrieval-Augmented Generation) architecture for enterprise knowledge systems
  • Machine learning model design, training, and deployment
  • Predictive analytics and time series forecasting
  • Natural Language Processing (NLP) and intelligent document processing
  • AI-powered dashboards and decision support tools
  • Deep learning and neural network design (Python, TensorFlow, PyTorch)
  • Financial, operational, and clinical data intelligence
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Led by an M.Sc. in Computational Physics & Mathematics — with deep learning and data science expertise applied to real enterprise problems.

IT Consulting

CONSULTING & ARCHITECTURE

We Speak Both Business and Technology

With over 24 years of experience across healthcare, transit, and aviation, AGD Analytics brings enterprise-grade architectural thinking to organizations of any size. We help you make the right technology choices before writing a single line of code.

  • Current-state assessment and gap analysis
  • Target architecture design (TOGAF / Zachman)
  • Cloud strategy (Azure, AWS)
  • Security and compliance architecture
  • Vendor evaluation and RFP support
Book a Consultation →
Product Development

PRODUCT DEVELOPMENT

From Idea to Production-Ready Product

Whether you're a startup with a bold idea or an enterprise needing a new internal tool, AGD Analytics has the engineering depth to design and deliver it. We work in agile cycles, keep you in the loop, and build for the long run.

  • Full-stack web and mobile development
  • API and microservices architecture
  • Database design and data modelling
  • Cloud-native deployment (Azure, AWS)
  • Ongoing maintenance and support
Tell Us About Your Product →
Systems Integration

SYSTEMS INTEGRATION

Your Systems, Finally Talking to Each Other

Siloed systems cost time and money. AGD Analytics specializes in connecting complex, heterogeneous enterprise environments — from HL7 healthcare integrations to cloud-to-on-premise data pipelines — into a unified, reliable architecture.

  • Enterprise Service Bus (ESB) and SOA design
  • HL7, DICOM, and clinical system integration
  • Real-time data pipelines and ETL
  • Identity and Access Management (IAM)
  • IoT and sensor data integration
Discuss Your Integration →

AI & MACHINE LEARNING

Generative AI Is Changing Everything.
Is Your Business Ready?

AGD Analytics helps organizations move beyond the AI hype — designing and implementing real, production-grade AI systems that deliver measurable value. From LLM-powered enterprise tools to machine learning models trained on your data, we bring both the mathematical depth and the enterprise architecture expertise to do it right.

Generative AI for the Enterprise

We design and integrate LLM-powered tools — intelligent chatbots, document Q&A systems, code assistants, and knowledge retrieval platforms — built on your data, secured within your infrastructure.

GPT / Azure RAG LangChain Enterprise Chatbots

Predictive Intelligence

From financial forecasting and anomaly detection to clinical outcome prediction and operational optimization — we design ML pipelines that turn your historical data into forward-looking insight.

Python TensorFlow Time Series Regression Classification

Data That Tells a Story

Raw data is not insight. We build analytics layers, executive dashboards, and intelligent reporting systems that surface what matters — when it matters — to the people who need to act on it.

Predictive Dashboards Azure Data Factory Power BI Statistical Analysis

"Let AGD Analytics assess your AI readiness and design a roadmap to get there."

Book an AI Consultation →

BUILT FOR YOUR INDUSTRY

Built for Your Industry

Deep domain expertise where it matters most.

Healthcare IT

From LIS and RIS upgrades to PACS integration and clinical system architecture — we understand the complexity and compliance requirements of healthcare technology.

HL7 DICOM PACS Clinical Systems

Startups

Move fast without breaking things. We help startups design scalable foundations from day one, so your architecture grows with your ambitions — not against them.

MVP Build Cloud Native Scalable Architecture

Small & Mid-Size Business

Enterprise-grade thinking scaled to your budget and timeline. Whether you need a new system or help modernizing an existing one, we bring the right expertise.

Digital Transformation System Modernization

Enterprise & Large Organizations

Complex environments with high stakes require experienced hands. We've architected solutions for major transit authorities and provincial health agencies.

TOGAF Governance Architecture

THE TEAM

Senior Expertise.
No Layers of Bureaucracy.

AGD Analytics is a focused, senior team. When you work with us, you deal directly with the people who have designed and delivered enterprise solutions at scale.

Andrew Gaca

Andrew Gaca, M.Sc., TOGAF

Co-Founder & Solutions Architect

With over 24 years of enterprise IT experience across healthcare, transit, and aviation, Andrew leads technical strategy and architecture at AGD Analytics. He has designed and delivered complex solutions for eHealth Saskatchewan, Metrolinx, and the Greater Toronto Airports Authority — and brings that same depth directly to every AGD Analytics client engagement.

TOGAF Certified Azure Solutions Architect M.Sc. — University of Toronto 24+ Years Experience Machine Learning & Deep Learning
Monika Rudiak

Monika Rudiak

Co-Founder & Head of Operations

Monika keeps AGD Analytics running smoothly — managing day-to-day operations, client coordination, and the organizational backbone that lets the technical team focus on delivering great work. Her attention to detail and commitment to client experience ensures every engagement runs on time and on point.

Operations & Administration Client Coordination Project Support

HOW WE WORK

How We Work

A clear, proven process from first conversation to final delivery.

01

We Listen First

We begin with a deep-dive into your current state, business goals, constraints, and opportunities.

02

We Design the Right Solution

We produce a detailed architectural blueprint — validated against enterprise standards and stress-tested.

03

We Build With Precision

Whether it's consulting documents, a full product build, or a complex integration — we deliver on time, on spec.

04

We Grow With You

Technology evolves. We maintain long-term relationships to ensure your systems stay current and scalable.

SELECTED PROJECTS

Selected Projects

A sample of what we've designed and delivered.

AI Financial Analytics
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AI · Machine Learning

Data Driven Business Simulations to Explore Probable Outcomes

Designed and built a cloud-based analytical platform using Azure Data Factory and REST APIs to ingest, process, and analyze financial market data. A showcase of applying ML and data science to real-time financial signals.

Azure Data Factory REST APIs Python ML
Healthcare Systems
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Healthcare IT

Provincial Lab, Imaging & Pharmacy Architecture

Designed end-to-end solution architectures for multiple concurrent healthcare IT programs — including RIS upgrades, lab system migrations, and mobile mammography bus renewal.

HL7 DICOM Site-to-Site VPN F5 Citrix
Transit Transformation
View Project →
Enterprise · ~$150M Program

AssetLinx Enterprise Asset Management

Solution Architect and PM on a large-scale digital transformation — designing infrastructure, cloud integrations, REST APIs, and multi-datacenter architecture for one of Canada's largest transit agencies.

Azure Infor EAM IoT Data Lake
Airport Systems
View Project →
Aviation · 12 Years

Custom EAM & Data Warehouse

Architected and led development of a custom Enterprise Asset Management system and a full Data Warehousing solution for the Greater Toronto Airports Authority — including GIS, SCADA/IoT, and multi-system integrations.

Oracle .NET IBM MQ SOA ETL

LET'S TALK

Ready to Build Something Great?

Whether you're starting from scratch, scaling fast, or untangling a complex system — AGD Analytics is ready to help. Tell us what you're working on.

[email protected] Mississauga, ON · Remote-Friendly